International Journal of Digital Earth

Article	Citations
Analysis of desert locust ( Schistocerca gregaria ) suitability in Yemen: an integrated evaluation based on MaxEnt and space–time cube approaches	160
GNSS Ground deformation observation network optimization assisted using prior InSAR-derived ground surface deformation and multiscale iteration estimation	112
Kinematic precise point positioning heights enhancement using static measurements and Voronoi’s corrector surface	105
Encoding and operation scheme for the rhombic triacontahedron aperture 4 hexagonal discrete global grid system	71
Assessing the impact of COVID-19 on residents’ activities using baidu heat map data: from the lockdown era to the post-pandemic era	68
An unsupervised semantic segmentation method that combines the ImSE-Net model with SLICm superpixel optimization	63
Multi-scale hydrological system-of-systems realized through WHOS: the brokering framework	58
RepDDNet: a fast and accurate deforestation detection model with high-resolution remote sensing image	55
HyperRefiner: a refined hyperspectral pansharpening network based on the autoencoder and self-attention	48
Red list assessments of Chinese higher plants	46
Fine-grained flood disaster information extraction incorporating multiple semantic features	45
FRIC: a framework for few-shot remote sensing image captioning	45
TR2RM: an urban road network generation model based on multisource big data	43
An evaluation of TLS-based glacier change assessment in the central Tibetan plateau	38
AugGKG: a grid-augmented geographic knowledge graph representation and spatio-temporal query model	37
Individual tree segmentation from UAS Lidar data based on hierarchical filtering and clustering	37
Mapping high-resolution surface shortwave radiation over East Asia with the new generation geostationary meteorological satellite Himawari-8	36
Fine scale optical remote sensing experiment of mixed stand over complex terrain (FOREST) in the Genhe Reserve Area: objective, observation and a case study	36
Using remote sensing data to evaluate the ecological restoration in Taiyuan from the SDGs perspective	36
Unsupervised GRNN flood mapping approach combined with uncertainty analysis using bi-temporal Sentinel-2 MSI imageries	36
A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images	35
Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data	33
Cloud-based storage and computing for remote sensing big data: a technical review	32
Change detection of multisource remote sensing images: a review	32
Evolutionary dynamics of island shoreline in the context of climate change: insights from extensive empirical evidence	31

Carbon balance dynamic evolution and simulation coupling economic development and ecological protection: a case study of Jiangxi Province at county scale from 2000–2030	29
Mapping Local Climate Zones in Lausanne (Switzerland) with Sentinel-2 and PRISMA imagery: comparison of classification performance using different band combinations and building height data	29
A new multi-source remote sensing image sample dataset with high resolution for flood area extraction: GF-FloodNet	29
Integrating unsupervised domain adaptation and SAM technologies for image semantic segmentation: a case study on building extraction from high-resolution remote sensing images	28
Virtual earth cloud: a multi-cloud framework for enabling geosciences digital ecosystems	27
PMinrKG: polymetallic mineral resources knowledge graph construction and its applications integrated with multimodal data	27
Using time-series imagery and 3DLSTM model to classify individual tree species	26
A real-time geological sections generation method for geological 3D models based on per-pixel linked lists	26
Evaluating the performance of snow depth reanalysis products in the arid region of Central Asia	25
Correction	25
Viral invasion, incubation, and outbreak under the normalized operation of urban systems: a spatial cognition-driven transmission model of infectious diseases	25
SDG- and GMAG-oriented analysis of multi scenarios spatiotemporal changes and evaluation of the effectiveness and potential of mangrove forests	25
A labor-free index-guided semantic segmentation approach for urban vegetation mapping from high-resolution true color imagery	24
Vegetation ecological benefits index (VEBI): a 3D spatial model for evaluating the ecological benefits of vegetation	24
Derivation of tasseled cap transformation coefficients for SDGSAT-1 Multispectral Imager at-sensor reflectance data	24
Rapid mass losses of Urumqi River Basin glaciers, eastern Tianshan Mountains revealed from multi-temporal DEMs, 1964–2021	24
Land surface temperature retrieval from SDGSAT-1: assessment of different retrieval algorithms with different atmospheric reanalysis data	23
Open data in spatial data infrastructure: the practices and experiences of Poland	23
MAL-YOLO: a lightweight algorithm for target detection in side-scan sonar images based on multi-scale feature fusion and attention mechanism	23
Estimating carbon storage of desert ecosystems in China	22
Light from space illuminating the polar silk road	22
Virtual geographical scene twin modeling: a combined data-driven and knowledge-driven method with bridge construction as a case study	21
Identification of illumination source types using nighttime light images from SDGSAT-1	21
Nyström-based spectral clustering using airborne LiDAR point cloud data for individual tree segmentation	21
Assimilation of NDVI data in a land surface – Vegetation model for leaf area index predictions in a tree-grass ecosystem	21
Robust and accurate visual geo-localization using prior map constructed by handheld LiDAR SLAM with camera image and terrestrial LiDAR point cloud	20
Deep learning for land use and land cover classification from the Ecuadorian Paramo.	20
Digital mapping of soil phosphorous sorption parameters (PSPs) using environmental variables and machine learning algorithms	20
Future soil erosion assessment based on changing land cover and different climate change scenarios in a transboundary river basin	20
Prioritization of soil erosion-prone sub-watersheds using geomorphometric and statistical-based weighted sum priority approach in the middle Omo-Gibe River basin, Southern Ethiopia	20
Measuring the accessibility of emergency shelters based on an improved two-step floating catchment area model	20
Quantifying the contributions of climate change and human activities to grassland dynamics in southwest of China using a spatiotemporally varying residual method	20
Toward a comprehensive understanding of eye-level urban greenness: a systematic review	19
NGST-Net: A N-Gram based Swin Transformer Network for improving multispectral and hyperspectral image fusion	19
Reopen schools safely: simulating COVID-19 transmission on campus with a contact network agent-based model	19
A novel remote sensing method to estimate pixel-wise lake water depth using dynamic water-land boundary and lakebed topography	19
Performance analysis of global HYCOM flow field using Argo profiles	19
Parcel-scale crop planting structure extraction combining time-series of Sentinel-1 and Sentinel-2 data based on a semantic edge-aware multi-task neural network	19
WMO: an ontology for the semantic enrichment of wetland monitoring data	19
Predicting trajectory destinations based on diffusion model integrating spatiotemporal features and urban contexts	19
Chain-of-programming (CoP): empowering large language models for geospatial code generation task	18
Unveiling urban area growth dynamics: insights from a comprehensive study of urban area growth curves	18
Spatiotemporal dynamics and forecasting of ecological security pattern under the consideration of protecting habitat: a case study of the Poyang Lake ecoregion	18
A new computationally efficient algorithm to generate global fractional vegetation cover from Sentinel-2 imagery at 10 m resolution	18
MLFA-Net: multi-level feature-aggregated network for semantic change detection in remote sensing images	18
Global degradation trends of grassland and their driving factors since 2000	17
Leveraging machine learning and open-source spatial datasets to enhance flood susceptibility mapping in transboundary river basin	17
Dynamic spatiotemporal quantification of avalanches in the Central Tianshan Mountains by integrating air–space–ground collaborative sensing and snow field–terrain filters	17
Utilizing serverless framework for dynamic visualization and operations in geospatial applications	17
Using deep learning in an embedded system for real-time target detection based on images from an unmanned aerial vehicle: vehicle detection as a case study	17

Assessing OSM building completeness for almost 13,000 cities globally	17
Evaluation of several recently developed sampling strategies within the coarse pixel scale for validation of coarse-resolution satellite albedo products	17
Reviewer Summary for International Journal of Digital Earth	17
Multi-source DEM accuracy evaluation based on ICESat-2 in Qinghai-Tibet Plateau, China	17
Marine aquaculture mapping using GF-1 WFV satellite images and full resolution cascade convolutional neural network	17
Evaluating the influence of COVID-19 pandemic on socioeconomic development in Wumeng Mountain area based on multi-source remote sensing data	17
When a tree model meets texture baking: an approach for quality-preserving lightweight visualization in virtual 3D scene construction	16
Operational continental-scale land cover mapping of Australia using the Open Data Cube	16
STGATN: a wind speed forecasting method based on geospatial dependency	16
A high-precision image classification network model based on a voting mechanism	16
Digital soil mapping based on the similarity of geographic environment over spatial neighborhoods	16
Who are on the road? A study on vehicle usage characteristics based on one-week vehicle trajectory data	16
Machine learning-based prediction of sand and dust storm sources in arid Central Asia	16
Super-resolution GANs for upscaling unplanned urban settlements from remote sensing satellite imagery – the case of Chinese urban village detection	15
Implementing a growth pattern of climax community as post-processing filters core to improve tree species classification accuracy	15
Maps as a double-edged trustworthiness elevator for climate (mis)information on social media	15
A gamified map application utilising crowdsourcing engaged citizens to refine the quality and accuracy of cadastral index map border markers	15
A simplification method for large-scale urban point clouds considering diversity of terrain object features	15
Global structure graph mapping for multimodal change detection	15
Enhancing flood-prone area mapping: fine-tuning the K-nearest neighbors (KNN) algorithm for spatial modelling	15
Mitigation of tropospheric delay induced errors in TS-InSAR ground deformation monitoring	15
Variation of XCO2 anomaly patterns in the Middle East from OCO-2 satellite data	14
Observation and evaluation of surface and underground space changes in well salt mining based on InSAR: a case study of Qingjiang salt mine, Zhangshu, China	14
Prediction of network public opinion features in urban planning based on geographical case-based reasoning	14
A topological framework for real-time 3D weather radar data processing	14
A situational ethics and harmonization challenges in the case of EU biodiversity data governance	14
A novel red-edge vegetable index for paddy rice mapping based on Sentinel-1/2 and GF-6 images	14
Visualization analysis of rainfall-induced landslides hazards based on remote sensing and geographic information system-an overview	14
Evolutionary PSO-based emergency monitoring geospatial edge service chain in the emergency communication network	14
Fractional crop-planting area projection by integrating geographic grid data and agricultural statistics based on random forest regression	14
Evaluation of remote sensing soil moisture data products with a new approach to analyse footprint mismatch with in-situ measurements	14
Characterizing temporally fragmented human activity networks in cyber space using uniform resource locator (URL) data	14
Fine-resolution mapping and assessment of artificial surfaces in the northern hemisphere permafrost environments	14
Health assessment of plantations based on LiDAR canopy spatial structure parameters	14
Impact of urbanization on terrestrial carbon storage loss in the Hohhot-Baotou-Ordos region, China: evaluating people-space interactions	14
MATNet: multiattention Transformer network for cropland semantic segmentation in remote sensing images	14
An approach for exploring spatial associations in multi-layer networks based on convergent and divergent flow structures	14
Performances of six reanalysis profile products in the atmospheric correction of passive microwave data for estimating land surface temperature under cloudy-sky conditions	14
Analysis of continuous calving front retreat and the associated influencing factors of the Thwaites Glacier using high-resolution remote sensing data from 2015 to 2023	14
Developing an annual building volume dataset at 1-km resolution from 2001 to 2019 in China	14
Correction	13
An attention-based deep learning model for citywide traffic flow forecasting	13
Deep neural network ensembles for remote sensing land cover and land use classification	13
Monitoring water color anomaly of lakes based on an integrated method using Landsat-8 OLI images	13
Construction of a refined population analysis unit based on urban forms and population aggregation patterns	13
Monitoring of ecological security patterns based on long-term land use changes in Langsa Bay, Indonesia	13
Precision silviculture: use of UAVs and comparison of deep learning models for the identification and segmentation of tree crowns in pine crops	13
GEOSS Platform data content and use	13
Historical trends of degradation, loss, and recovery in the tropical forest reserves of Ghana	13
Integrated representation of geospatial data, model, and knowledge for digital twin railway	13
Long-term satellite records of water clarity suggest increasing human activity influence in an inland lake	13
Understanding temporal stability: a long-term analysis of USDA ARS watersheds	13
An effective global learning framework for hyperspectral image classification based on encoder-decoder architecture	12
List of reviewers for International Journal of Digital Earth	12
Leaf area index estimation from the time-series SAR data using the AIEM-MWCM model	12
Modeling the spatial distribution of Spartina alterniflora ecological response to the interaction of flooding and soil salinity base on UAV data in Coastal Wetland	12
Impacts of heterogeneous CO2 on water and carbon fluxes across the global land surface	12
A multimetric evaluation method for comprehensively assessing the influence of the icosahedral diamond grid quality on SCNN performance	12
Scale effects-aware bottom-up population estimation using weakly supervised learning	12
Snow depth estimation in Northeast China based on space-borne scatterometer data and ML model with optimal features	12
An improvement of snow/cloud discrimination from machine learning using geostationary satellite data	12
Examining the joint effect of air pollution and green spaces on stress levels in South Korea: using machine learning techniques	12
Evaluating spatial accessibility to healthcare services from the lens of emergency hospital visits based on floating car data	12
Semantic segmentation for remote sensing images based on an AD-HRNet model	12
Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges	12
A robust correspondence-based registration method for large-scale outdoor point cloud	12
Evaluating the efficiency of NDVI and climatic data in maize harvest prediction using machine learning	12
Denoising and classification of urban ICESat-2 photon data fused with Sentinel-2 spectral images	12
Global assessment of vegetation patterns along topographic gradients	12
Assessment of the urban habitat quality service functions and their drivers based on the fusion module of graph attention network and residual network	12
Graph attention network-based multi-source data fusion for atmospheric CO 2 concentrations estimation	12
MC-Net: multi-scale contextual information aggregation network for image captioning on remote sensing images	11
Landform classification based on landform geospatial structure – a case study on Loess Plateau of China	11
Scene classification for remote sensing image of land use and land cover using dual-model architecture with multilevel feature fusion	11
Global DEMs vary from one to another: an evaluation of newly released Copernicus, NASA and AW3D30 DEM on selected terrains of China using ICESat-2 altimetry data	11
Significant discrepancies of land surface daily net radiation among ten remotely sensed and reanalysis products	11
Comprehensive validation of seven root zone soil moisture products at 1153 ground sites across China	11
Boundaries extraction and features recognition of metro station catchment area: the perspective of cognition and perception	11
Routeview: an intelligent route planning system for ships sailing through Arctic ice zones based on big Earth data	11
Exploring multi-pollution variability in the urban environment: geospatial AI-driven modeling of air and noise	11

Capturing the crack process of the Antarctic A74 iceberg with Sentinel-1 based offset tracking and radar interferometry techniques	10
Modeling pan-Arctic seasonal and interannual landfast sea ice thickness and snow depth between 1979 and 2021	10
Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series	10
Reconstructed NDVI and EVI datasets in China (ReVIChina) generated by a spatial-interannual reconstruction method	10
Spatial data trusts: an emerging governance framework for sharing spatial data	10
Multimodal data visualization method for digital twin campus construction	10
A fine-grained evaluation of social vulnerability to COVID-19, healthcare access and built environmental disparities in Tokyo, Japan	10
A full-attention network with an open dataset for large-scale building semantic segmentation along long-span high-speed rail lines	10
Soil moisture estimation with microwave remote sensing: a systematic review and meta-analysis	10
Modelling future urban scenarios of land suitability: a case study of Jihlava city	10
Spatial and temporal assessment of sustainable development indicators for the China-Pakistan transportation corridor	10
Long-term dynamics of peak photosynthesis timing and environmental controls in the Tibetan Plateau monitored by satellite solar-induced chlorophyll fluorescence	10
List of reviewers for International Journal of Digital Earth	10
Quality-preserving multilevel mesh generation for building models	10
BATSCCD: a new change detection method for mapping building age in rapidly changing urban areas using Landsat time series data	10
A user perspective on future cloud-based services for Big Earth data	10
Aesthetic style transferring method based on deep neural network between Chinese landscape painting and classical private garden’s virtual scenario	10
Brazil Data Cube Workflow Engine: a tool for big Earth observation data processing	9
Processes and events in the centre: a dynamic data model for representing spatial change	9
Integrating optimal terrain representations from public DEMs using spaceborne LiDAR	9
A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China	9
Interactive visualization of ocean unsteady flow data based on dynamic adaptive pathline	9
Moderate-resolution snow depth product retrieval from passive microwave brightness data over Xinjiang using machine learning approach	9
Monitoring tropical forest change using tree canopy cover time series obtained from Sentinel-1 and Sentinel-2 data	9
A study of the temporal and spatial variations in the suitability of the environment in Chinese cities for tourism and in strategies for optimizing the environment	9
Precise hexagonal pixel modeling and an easy-sharing storage scheme for remote sensing images based on discrete global grid system	9
DBSF: dual-branch boundary-supplemented framework for photovoltaic power station extraction	9
AI-generated buildings in OpenStreetMap: frequency of use and differences from non-AI-generated buildings	9
An improved coverage-oriented retrieval algorithm for large-area remote sensing data	9
Fast semantic segmentation for remote sensing images with an improved Short-Term Dense-Connection (STDC) network	9
Point cloud semantic segmentation of grotto scenes using the knowledge-guided deep learning method	9
Correction	9
MDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning	9
Correction	9
Contour detection with bicubic spline surfaces	9
Decomposing and mapping different scales of land subsidence over Shanghai with X- and C-Band SAR data stacks	9
Enhancing explainability of deep learning models for point cloud analysis: a focus on semantic segmentation	9
Remote sensing monitoring of mountain sustainable development goals (SDG15.4): a systematic review	9
A multi-source data fusion method for land cover production: a case study of the East European Plain	9
Evaluating large language models on geospatial tasks: a multiple geospatial task benchmarking study	9
Improved method for retrieving Arctic summer sea ice velocity based on FY-3D/MWRI brightness temperatures	8
Streamlining BIM models for GIS integration: an advanced approach to building envelope extraction	8
Evaluating urban and nonurban PM 2.5 variability under clean air actions in China during 2010–2022 based on a new high-quality dataset	8
Revealing the fireworks-set-off pattern of spatial multi-function expansion across cities leveraging big geodata – a case of the Greater Bay Area, China	8
An ethics assessment list for geoinformation ecosystems: revisiting the integrated geospatial information framework of the United Nations	8
GeoGlue: feature matching with self-supervised geometric priors for high-resolution UAV images	8
Monitoring of Carbon Monoxide (CO) changes in the atmosphere and urban environmental indices extracted from remote sensing images for 932 Iran cities from 2019 to 2021	8
Tracking the dynamics of tidal wetlands with time-series satellite images in the Yangtze River Estuary, China	8
Random forest regression exploring contributing factors to artificial night-time lights observed in VIIRS satellite imagery	8
A MWCMLAI-Net method for LAI inversion in maize and rice using GF-3 and Lutan radar data	8
Dirty road extraction from GF-2 images by semi-supervised deep learning method for arid and semiarid regions of southern Mongolia	8
Generation of a 16 m/10-day fractional vegetation cover product over China based on Chinese GaoFen-1 observations: method and validation	8
MDvT: introducing mobile three-dimensional convolution to a vision transformer for hyperspectral image classification	8
GEE-Based monitoring method of key management nodes in cotton production	8
Reduction of rain effect on wave height estimation from marine X-band radar images using unsupervised generative adversarial networks	8
Enhancing mountainous permafrost mapping by leveraging a rock glacier inventory in northeastern Tibetan Plateau	8
A volumetric change detection framework using UAV oblique photogrammetry – a case study of ultra-high-resolution monitoring of progressive building collapse	8
Satellite and instrument entity recognition using a pre-trained language model with distant supervision	8
Hierarchical partition of urban land-use units by unsupervised graph learning from high-resolution satellite images	8
Self-paced Gaussian-based graph convolutional network: predicting travel flow and unravelling spatial interactions through GPS trajectory data	8
A detection method for road network interchanges with the MeshCNN based on Delaunay triangulation	8
City-level total and sub-category energy intensity estimation using machine learning	8
Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network	8
A framework for automated reconstruction of communication towers from terrestrial laser scanning point clouds	8
Time series changes and influencing factors of fractional vegetation coverage under weed competition in wheat field ecosystems through remote sensing	8
Identifying urban functional zones by capturing multi-spatial distribution patterns of points of interest	8
Urban growth dynamics and expansion forms in 11 Tanzanian cities from 1990 to 2020	8
Classification of hyperspectral images using fusion of CNN and MiniGCN with SVM	8
Automated and refined wetland mapping of Dongting Lake using migrated training samples based on temporally dense Sentinel 1/2 imagery	8
Ice bottom evolution derived from thermistor string-based ice mass balance buoy observations	7
Capacitating local governments for the digital earth vision: lessons learnt from the role of municipalities in the South African spatial data infrastructure	7
Unprecedent green macroalgae bloom: mechanism and implication to disaster prediction and prevention	7
Sponet: solve spatial optimization problem using deep reinforcement learning for urban spatial decision analysis	7
Evapotranspiration estimation using SEBAL algorithm integrated with remote sensing and experimental methods	7
Downscaling inversion of GRACE-derived groundwater storage changes based on ensemble learning	7
Enhancing educational equity and sustainability: a fuzzy-based framework for optimal school site selection	7
How does heterogeneity in dwelling type preferences relate to housing and built environment characteristics?	7
Mangrove species classification using novel adaptive ensemble learning with multi-spatial-resolution multispectral and full-polarization SAR images	7
Developing a new red band–SEVI–blue band (RSB) enhancement method for recognition the extra-high-voltage transmission line corridor in green mountains	7
Retrieval performance of mangrove tree heights using multiple machine learning regression models and UAV-LiDAR point clouds	7
TO–YOLOX: a pure CNN tiny object detection model for remote sensing images	7
PM 2.5 estimation and its relationship with NO 2 and SO 2 in China from 2016 to 2020	7
Monitoring and analysis of land cover changes in Yala National Park, Sri Lanka using Landsat time series (2000∼2022)	7
Urban restaurants and online food delivery during the COVID-19 pandemic: a spatial and socio-demographic analysis	7
Parallel algorithm for multi-viewpoint viewshed analysis on the GPU grounded in target cluster segmentation	7
An upscaling framework for estimating regional-scale fractional cover of Chinese fir (FCCF) by integrating UAV and satellite images	7
The influence of tree transmissivity variations in winter on satellite snow parameter observations	7
The methodology of determining optimum access routes to remote areas for the purposes of crisis management	7
A question-answering framework for geospatial data retrieval enhanced by a knowledge graph and large language models	7
An improved extreme learning machine algorithm for prospectivity mapping of copper deposits using multi-source remote sensing data: a case study in the North Altyn Tagh, Xinjiang, China	7
Spatiotemporal analysis of the impact of green finance on carbon dioxide emissions based on panel data of cities in China	7
Assessment of Larsen C Ice Shelf stability: insights from surface and basal fracture	7
Investigating the landslide susceptibility assessment methods for multi-scale slope units based on SDGSAT-1 and Graph Neural Networks	7
A comprehensive method for refining essential SDGs variables for land degradation monitoring based on the DPSIR framework	7
A dynamic holographic modelling method of digital twin scenes for bridge construction	7